Behavioral analytics, device fingerprinting, biometrics, and machine learning models improve detection rates and reduce false positives. Real-time scoring enhances payment and onboarding security. Wealth platforms focus on account takeover and money movement; insurance focuses on claims fraud; banking focuses on payments and synthetic identity; fintech focuses on onboarding fraud.